Build A Bias Risk Register Entry

step-trail before-after try-node A team has a vague risk note for a support triage model: "algorithmic bias may affect customers." It is too broad to test, assign, or mitigate. Risk entry = event + cause + affected impact + control + owner + trigger. The common trap is to write a value statement instead of a risk entry: "We will ensure fairness." That sounds good but does not say what can fail, who is affected, how anyone will know, or what control changes the workflow. Event Write the failure as a concrete event: "Spanish-language tickets are incorrectly classified as how-to…

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